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Web Scraping & Research
Extract Structured Web Data with Bright Data and Gemini
When you run it, the workflow scrapes a page to markdown with Bright Data and uses Google Gemini to extract structured data, notifying a webhook.
What it does
# Structured Data Extract, Data Mining with Bright Data & Google Gemini ## Overview Automated workflow: Structured Data Extract, Data Mining with Bright Data & Google Gemini. This workflow integrates 10 different services: stickyNote, httpRequest, lmChatGoogleGemini, readWriteFile, chainLlm. It contains 31 nodes and follows best practices for error handling and security. ## Workflow Details - Total Nodes: 31 - Node Types: 10 - Error Handling: ✅ Implemented - Security: ✅ Hardened (no sensitive data) - Documentation: ✅ Complete ## Node Breakdown - When clicking ‘Test workflow’: manualTrigger - Sticky Note: stickyNote - Sticky Note1: stickyNote - Markdown to Textual Data Extractor: chainLlm - Set URL and Bright Data Zone: set - Initiate a Webhook Notification for Markdown to Textual Data Extraction: httpRequest - Initiate a Webhook Notification for AI Sentiment Analyzer: httpRequest - Google Gemini Chat Model for Data Extract: lmChatGoogleGemini - Google Gemini Chat Model for Sentiment Analyzer: lmChatGoogleGemini - Perform Bright Data Web Request: httpRequest - ... and 21 more nodes ## Usage Instructions 1. Configure Credentials: Set up all required API keys and credentials 2. Update Variables: Replace any placeholder values with actual data 3. Test Workflow: Run in test mode to verify functionality 4. Deploy: Activate the workflow for production use ## Security Notes - All sensitive data has been removed or replaced with placeholders - Error handling is implemented for reliability - Follow security best practices when configuring credentials ## Troubleshooting - Check error logs if workflow fails - Verify all credentials are properly configured - Ensure all required services are accessible
The steps
- When clicking ‘Test workflow’
- Markdown to Textual Data Extractor
- Set URL and Bright Data Zone
- Initiate a Webhook Notification for Markdown to Textual Data
- Initiate a Webhook Notification for AI Sentiment Analyzer
- Google Gemini Chat Model for Data Extract
- Google Gemini Chat Model for Sentiment Analyzer
- Perform Bright Data Web Request
- Topic Extractor with the structured response
- Trends by location and category with the structured response
- Google Gemini Chat Model
- Initiate a Webhook Notification for trends by location and c
- Create a binary file for topics
- Write the topics file to disk
58 steps in total.
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